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Publication DateArticle TitleAuthor(s)
Apr-2015Averaging random projection: A fast online solution for large-scale constrained stochastic optimizationLiu, Jialin; Gu, Yuantao; Wang, Mengdi
2017Diffusion Approximations for Online Principal Component Estimation and Global ConvergenceLi, Chris Junchi; Wang, Mengdi; Liu, Han; Zhang, Tong
2018Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex OptimizationChen, Minshuo; Yang, Lin F.; Wang, Mengdi; Zhao, Tuo
2017Modal-set estimation with an application to clusteringJiang, Heinrich; Kpotufe, Samory
2017Lipschitz Density-Ratios, Structured Data, and Data-driven TuningKpotufe, S
2018Quickshift++: Provably Good Initializations for Sample-Based Mean ShiftJiang, Heinrich; Jang, Jennifer; Kpotufe, Samory
2015Hierarchical label queries with data-dependent partitionsKpotufe, S; Urner, R; Ben-David, S
2014Optimal Trade Execution under Stochastic Volatility and LiquidityCheridito, Patrick; Sepin, Tardu
Feb-2015A reduced-form contingent convertible bond model with deterministic conversion intensityCheridito, Patrick; Xu, Zhikai
2018Pac-bayes tree: Weighted subtrees with guaranteesNguyen, T; Kpotufe, S